CN111344783A - 说话人识别系统中的注册 - Google Patents
说话人识别系统中的注册 Download PDFInfo
- Publication number
- CN111344783A CN111344783A CN201880073213.3A CN201880073213A CN111344783A CN 111344783 A CN111344783 A CN 111344783A CN 201880073213 A CN201880073213 A CN 201880073213A CN 111344783 A CN111344783 A CN 111344783A
- Authority
- CN
- China
- Prior art keywords
- voiceprint
- utterance
- voice print
- user
- score
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
- 238000012360 testing method Methods 0.000 claims abstract description 100
- 238000000034 method Methods 0.000 claims abstract description 81
- 239000013598 vector Substances 0.000 claims description 14
- 238000012795 verification Methods 0.000 claims description 10
- 238000010606 normalization Methods 0.000 claims description 5
- 238000012549 training Methods 0.000 claims description 3
- 238000000540 analysis of variance Methods 0.000 claims description 2
- 238000004590 computer program Methods 0.000 claims description 2
- 239000000203 mixture Substances 0.000 claims description 2
- 230000001755 vocal effect Effects 0.000 claims 2
- 230000005236 sound signal Effects 0.000 description 18
- 230000006870 function Effects 0.000 description 9
- 238000012545 processing Methods 0.000 description 6
- 238000010586 diagram Methods 0.000 description 4
- 230000004044 response Effects 0.000 description 4
- 230000001419 dependent effect Effects 0.000 description 3
- 238000004458 analytical method Methods 0.000 description 2
- 239000002131 composite material Substances 0.000 description 2
- 238000011161 development Methods 0.000 description 2
- 238000009826 distribution Methods 0.000 description 2
- 230000000694 effects Effects 0.000 description 2
- 238000013459 approach Methods 0.000 description 1
- 230000001413 cellular effect Effects 0.000 description 1
- 238000004891 communication Methods 0.000 description 1
- 238000002790 cross-validation Methods 0.000 description 1
- 238000013461 design Methods 0.000 description 1
- 238000001514 detection method Methods 0.000 description 1
- 239000000284 extract Substances 0.000 description 1
- 238000000556 factor analysis Methods 0.000 description 1
- 230000003287 optical effect Effects 0.000 description 1
- 238000013077 scoring method Methods 0.000 description 1
Images
Classifications
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- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
- G10L17/00—Speaker identification or verification techniques
- G10L17/04—Training, enrolment or model building
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/22—Matching criteria, e.g. proximity measures
-
- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
- G10L17/00—Speaker identification or verification techniques
- G10L17/06—Decision making techniques; Pattern matching strategies
- G10L17/08—Use of distortion metrics or a particular distance between probe pattern and reference templates
-
- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
- G10L17/00—Speaker identification or verification techniques
- G10L17/22—Interactive procedures; Man-machine interfaces
-
- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
- G10L17/00—Speaker identification or verification techniques
- G10L17/16—Hidden Markov models [HMM]
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- Multimedia (AREA)
- Acoustics & Sound (AREA)
- Human Computer Interaction (AREA)
- Audiology, Speech & Language Pathology (AREA)
- Health & Medical Sciences (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Game Theory and Decision Science (AREA)
- Business, Economics & Management (AREA)
- Theoretical Computer Science (AREA)
- Data Mining & Analysis (AREA)
- Bioinformatics & Computational Biology (AREA)
- General Physics & Mathematics (AREA)
- General Engineering & Computer Science (AREA)
- Evolutionary Computation (AREA)
- Evolutionary Biology (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Artificial Intelligence (AREA)
- Life Sciences & Earth Sciences (AREA)
- Electrically Operated Instructional Devices (AREA)
- Telephonic Communication Services (AREA)
Applications Claiming Priority (5)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US201762585627P | 2017-11-14 | 2017-11-14 | |
US62/585,627 | 2017-11-14 | ||
GB1802309.3 | 2018-02-13 | ||
GBGB1802309.3A GB201802309D0 (en) | 2017-11-14 | 2018-02-13 | Enrolment in speaker recognition system |
PCT/GB2018/053273 WO2019097215A1 (fr) | 2017-11-14 | 2018-11-13 | Inscription dans un système de reconnaissance de locuteur |
Publications (1)
Publication Number | Publication Date |
---|---|
CN111344783A true CN111344783A (zh) | 2020-06-26 |
Family
ID=61731287
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201880073213.3A Pending CN111344783A (zh) | 2017-11-14 | 2018-11-13 | 说话人识别系统中的注册 |
Country Status (4)
Country | Link |
---|---|
US (1) | US11468899B2 (fr) |
CN (1) | CN111344783A (fr) |
GB (2) | GB201802309D0 (fr) |
WO (1) | WO2019097215A1 (fr) |
Families Citing this family (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN110875043B (zh) * | 2019-11-11 | 2022-06-17 | 广州国音智能科技有限公司 | 声纹识别方法、装置、移动终端及计算机可读存储介质 |
CN113409795B (zh) * | 2021-08-19 | 2021-11-09 | 北京世纪好未来教育科技有限公司 | 训练方法、声纹识别方法、装置和电子设备 |
CN114299921B (zh) * | 2021-12-07 | 2022-11-18 | 浙江大学 | 一种语音指令的声纹安全性评分方法和系统 |
Citations (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2001024163A1 (fr) * | 1999-09-30 | 2001-04-05 | Conexant Systems, Inc. | Verification du locuteur de faible complexite au moyen de modeles de markov caches simplifies a agregats et seuillage de score |
US20060222210A1 (en) * | 2005-03-31 | 2006-10-05 | Hitachi, Ltd. | System, method and computer program product for determining whether to accept a subject for enrollment |
JPWO2007111169A1 (ja) * | 2006-03-24 | 2009-08-13 | パイオニア株式会社 | 話者認識システムにおける話者モデル登録装置及び方法、並びにコンピュータプログラム |
CN102404287A (zh) * | 2010-09-14 | 2012-04-04 | 盛乐信息技术(上海)有限公司 | 用数据复用法确定声纹认证阈值的声纹认证系统及方法 |
US9697836B1 (en) * | 2015-12-30 | 2017-07-04 | Nice Ltd. | Authentication of users of self service channels |
US20170301353A1 (en) * | 2016-04-15 | 2017-10-19 | Sensory, Incorporated | Unobtrusive training for speaker verification |
Family Cites Families (14)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US9313307B2 (en) * | 2005-09-01 | 2016-04-12 | Xtone Networks, Inc. | System and method for verifying the identity of a user by voiceprint analysis |
US9099085B2 (en) * | 2008-07-21 | 2015-08-04 | Auraya Pty. Ltd. | Voice authentication systems and methods |
US20100076770A1 (en) | 2008-09-23 | 2010-03-25 | Veeru Ramaswamy | System and Method for Improving the Performance of Voice Biometrics |
CN103229233B (zh) * | 2010-12-10 | 2015-11-25 | 松下电器(美国)知识产权公司 | 用于识别说话人的建模设备和方法、以及说话人识别系统 |
US9042867B2 (en) * | 2012-02-24 | 2015-05-26 | Agnitio S.L. | System and method for speaker recognition on mobile devices |
GB2529503B8 (en) * | 2012-09-11 | 2020-01-29 | Auraya Pty Ltd | Voice authentication system and method |
GB2517952B (en) * | 2013-09-05 | 2017-05-31 | Barclays Bank Plc | Biometric verification using predicted signatures |
US10540979B2 (en) * | 2014-04-17 | 2020-01-21 | Qualcomm Incorporated | User interface for secure access to a device using speaker verification |
US9875743B2 (en) * | 2015-01-26 | 2018-01-23 | Verint Systems Ltd. | Acoustic signature building for a speaker from multiple sessions |
US9728191B2 (en) * | 2015-08-27 | 2017-08-08 | Nuance Communications, Inc. | Speaker verification methods and apparatus |
CN106653010B (zh) * | 2015-11-03 | 2020-07-24 | 络达科技股份有限公司 | 电子装置及其透过语音辨识唤醒的方法 |
US10467509B2 (en) * | 2017-02-14 | 2019-11-05 | Microsoft Technology Licensing, Llc | Computationally-efficient human-identifying smart assistant computer |
US10360916B2 (en) * | 2017-02-22 | 2019-07-23 | Plantronics, Inc. | Enhanced voiceprint authentication |
US10468032B2 (en) * | 2017-04-10 | 2019-11-05 | Intel Corporation | Method and system of speaker recognition using context aware confidence modeling |
-
2018
- 2018-02-13 GB GBGB1802309.3A patent/GB201802309D0/en not_active Ceased
- 2018-11-13 CN CN201880073213.3A patent/CN111344783A/zh active Pending
- 2018-11-13 WO PCT/GB2018/053273 patent/WO2019097215A1/fr active Application Filing
- 2018-11-13 GB GB2006211.3A patent/GB2581675B/en active Active
- 2018-11-13 US US16/188,629 patent/US11468899B2/en active Active
Patent Citations (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2001024163A1 (fr) * | 1999-09-30 | 2001-04-05 | Conexant Systems, Inc. | Verification du locuteur de faible complexite au moyen de modeles de markov caches simplifies a agregats et seuillage de score |
US20060222210A1 (en) * | 2005-03-31 | 2006-10-05 | Hitachi, Ltd. | System, method and computer program product for determining whether to accept a subject for enrollment |
JPWO2007111169A1 (ja) * | 2006-03-24 | 2009-08-13 | パイオニア株式会社 | 話者認識システムにおける話者モデル登録装置及び方法、並びにコンピュータプログラム |
CN102404287A (zh) * | 2010-09-14 | 2012-04-04 | 盛乐信息技术(上海)有限公司 | 用数据复用法确定声纹认证阈值的声纹认证系统及方法 |
US9697836B1 (en) * | 2015-12-30 | 2017-07-04 | Nice Ltd. | Authentication of users of self service channels |
US20170301353A1 (en) * | 2016-04-15 | 2017-10-19 | Sensory, Incorporated | Unobtrusive training for speaker verification |
Also Published As
Publication number | Publication date |
---|---|
US20190147886A1 (en) | 2019-05-16 |
GB201802309D0 (en) | 2018-03-28 |
GB2581675B (en) | 2022-04-27 |
US11468899B2 (en) | 2022-10-11 |
GB202006211D0 (en) | 2020-06-10 |
GB2581675A (en) | 2020-08-26 |
WO2019097215A1 (fr) | 2019-05-23 |
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PB01 | Publication | ||
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Application publication date: 20200626 |